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Integrated MindSpore with MLflow

TODO
Requirement
创建于  
2021-08-24 10:43

Customer's Demands on Product/Solution

MLflow is open source platform for machine learning lifecycle, include param tracking, reproducible management, models management. [1]

There were also many ml frameworks had been integrated, such like tensorflow, pytorch, skitlearn and paddle. [2] This is a easy life tools to helps using the ml framework smoothly.

Has MindSpore considered supporting it?

[1] https://github.com/mlflow/mlflow
[2] https://github.com/mlflow/mlflow/tree/master/mlflow

Gaps to Fill on Product/Solution

Implementation save_model/load_model/log_model api in mlflow like.[3]
[3] https://github.com/mlflow/mlflow/tree/master/mlflow/sklearn

Requirement Value Description

Make mlflow user use MindSpore more friendly.

评论 (5)

Please add labels (comp or sig),also you can visit "https://gitee.com/mindspore/community/blob/master/sigs/dx/docs/labels.md" to find more.
为了让问题更快得到响应,请您为该issue打上 组件(comp)或兴趣组(sig) 标签,打上标签的问题可以直接推送给责任人进行处理。更多的标签可以查看
https://gitee.com/mindspore/community/blob/master/sigs/dx/docs/labels.md
以组件问题为例,如果你发现问题是data组件造成的,你可以这样评论:
//comp/data
当然你也可以向data SIG组求助,可以这样写:
//comp/data
//sig/data
如果是一个简单的问题,你可以留给刚进入社区的小伙伴来回答,这时候你可以这样写:
//good-first-issue
恭喜你,你已经学会了使用命令来打标签,接下来就在下面的评论里打上标签吧!

Yikun 创建了Requirement
Yikun 关联仓库设置为MindSpore/community
mindspore-dx-bot 添加了kind/feature(已删除)标签
mindspore-dx-bot 添加了
 
stat/wait-response
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展开全部操作日志

//sig/DX

maybe cc DX sig

mindspore-dx-bot 负责人设置为Clement Li
mindspore-dx-bot 添加了
 
sig/dx
标签

@Yikun thanks for your requirement. we have considered it for a while, our architect will contact with you later. Thanks for your patience.

Clement Li 添加协作者zhunaipan
Clement Li 添加协作者ZOMI酱

@baochong @kingxian 看一下如何对接?

Clement Li 负责人Clement Li 修改为未设置
Clement Li 取消协作者zhunaipan
Clement Li 取消协作者ZOMI酱

/assign bb-king

i-robot 负责人设置为bbking
zhunaipan 移除了kind/feature(已删除)标签

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